Article content
Denis Kryukov
7 min read
Accessing reliable, structured web data shouldn't require building complex scraping infrastructure from scratch. That’s where Infatica’s pre-aggregated datasets come in – offering instant, customizable access to high-quality data tailored to your industry, goals, and scale. Let’s take a closer look at how these datasets work!
What Are Pre-Aggregated Datasets?
In a typical data acquisition process, teams often rely on web scraping or API integrations to collect the raw information they need. While effective, these methods can require significant engineering time, infrastructure costs, and ongoing maintenance. Pre-aggregated datasets offer a simpler, faster alternative.
Infatica datasets are curated collections of data, sourced from specific platforms and updated on a regular schedule. Instead of building your own data pipeline, you can access clean, ready-to-use information that’s already been structured and enriched – saving you weeks of development effort.
Whether you're looking to analyze hotel prices across multiple booking platforms or monitor e-commerce listings from a global retailer, our datasets provide a head start. They include the most relevant fields for your use case – such as pricing, availability, reviews, product details, or timestamps – organized in a consistent format that’s easy to integrate into your systems.
Key Features Of Infatica Datasets
Let’s take a closer look at the features that help our datasets stand out:
Bespoke Data Schema
Infatica’s datasets are tailored to meet your specific business requirements. We collaborate closely with clients to define custom data fields and structures that align with your analysis goals. Whether you need additional metadata, historical trends, or platform-specific attributes, our bespoke schemas ensure the data arrives ready for immediate use.
Dedicated Team and Support
Every dataset client gains access to a dedicated account manager and technical support team. From onboarding to ongoing delivery, we’re here to ensure everything runs smoothly – resolving issues, implementing schema updates, and proactively optimizing your data pipeline. You’ll never be left waiting when your business depends on reliable data.
Legal, CCPA, and GDPR Compliance
We prioritize data ethics and compliance. Infatica’s data services are built with privacy regulations in mind, including full adherence to CCPA and GDPR standards. We only collect publicly available data and follow strict legal protocols to ensure your usage remains compliant across jurisdictions.
Control Your Own Crawls
For clients who need more flexibility, we offer the ability to define your own crawl parameters. Set the frequency, adjust input keywords or URLs, and fine-tune geolocation or time-based settings to match your data needs. You stay in control while we handle the heavy lifting in the background.
Enterprise-Level SLA
Infatica offers enterprise-grade service level agreements (SLAs) to ensure reliability and uptime. Our commitments include guaranteed delivery schedules, rapid response times, and robust failover systems to support mission-critical applications. You can depend on us to keep your data pipeline running at scale.
Flexible and Scalable Solutions
Whether you're running a one-time analysis or managing continuous data flows across global regions, our infrastructure scales with your business. Choose from various delivery frequencies, data volumes, and platform targets – then scale up or down as your requirements evolve. No rigid contracts or one-size-fits-all limitations.
Proven Quality Assurance Methodology
Our datasets undergo rigorous QA before delivery. Each data batch is validated for completeness, accuracy, and formatting, using automated checks and manual review where needed. This ensures consistency across updates and minimizes the risk of anomalies in your data-driven workflows.
JSON, CSV, and Cloud Delivery Options
Infatica supports multiple output formats – including JSON and CSV – to ensure easy integration into your existing systems. Datasets can be delivered via secure cloud storage.
Infatica Dataset Benefits
From technical prowess – to actionable insights:
Extensive Data Coverage
Infatica offers unparalleled data coverage by tapping into a vast and continuously expanding network of digital sources. Through strategic partnerships and advanced sourcing infrastructure, we provide access to high-quality data across a wide range of industries, geographies, and platforms. Whether your goals involve tracking market dynamics, monitoring consumer sentiment, or benchmarking competitors, our datasets are designed to meet the depth and breadth of your intelligence needs – globally and at scale.
Data Quality Assurance
Data is only valuable if it’s accurate, timely, and consistent. That’s why Infatica employs a rigorous quality assurance methodology across every stage of dataset creation. Each dataset undergoes multiple layers of validation, including automated checks, anomaly detection, and manual review by our data experts. This process ensures that the data you receive is not only up to date but also fit for high-stakes decision-making, machine learning models, and business-critical reporting.
Customizable Solutions
We recognize that no two organizations have identical data needs. Infatica offers flexible, customizable solutions that adapt to your specific requirements – whether you're a startup testing a new market or an enterprise optimizing complex operations. Choose the delivery cadence, geotargeting, data schema, and format that best align with your goals. Our team works closely with you to co-design datasets that fit seamlessly into your existing workflows, tools, and strategic roadmap.
Advanced Technology
Infatica leverages powerful data infrastructure and intelligent automation to deliver high-performance dataset solutions. Our proprietary crawling frameworks, enrichment tools, and processing pipelines enable us to collect and structure large volumes of data quickly and efficiently – without sacrificing accuracy or completeness. These technical capabilities translate into actionable insights delivered with speed, scalability, and resilience, helping you stay agile in a rapidly evolving digital landscape.
Data Security and Compliance
Your trust is our top priority. Infatica’s platform is built with robust data security protocols and privacy-first principles. We ensure full compliance with global data protection standards, including the GDPR and CCPA, and take a transparent, ethical approach to data sourcing. All data is handled and delivered securely, with strict access controls and encryption practices in place – so you can rely on us as a compliant and responsible data partner.
Comparing Infatica Datasets and Manual Scraping
| Feature | Pre-Aggregated Datasets | Traditional Web Scraping |
|---|---|---|
| Setup Time | Instant access—no infrastructure needed | Requires setup of crawlers, proxies, and parsing |
| Maintenance Effort | None—fully managed by Infatica | Ongoing due to website structure changes |
| Customization | Custom schema, delivery format, and frequency | Fully customizable—but requires technical effort |
| Speed to Insight | Immediate | Delayed—due to extraction and processing steps |
| Use Case Fit | Best for recurring needs or historical data | Ideal for real-time or highly specific needs |
| Cost Efficiency | Fixed and predictable costs | Variable—based on compute, proxies, and dev time |
| Data Accuracy & Quality | QA-verified and consistent | Dependent on crawler design and site stability |
| Scalability | Easily scales with volume and frequency | Complex as scale increases |
Real-World Use Cases
Infatica’s datasets are designed to solve real business challenges – offering pre-aggregated, platform-specific data that saves time, reduces operational costs, and delivers critical market insights. Here’s how companies across various sectors are leveraging our datasets to drive results:
E-commerce & Retail: Price Monitoring at Scale
Online retailers rely on our product and pricing datasets to keep tabs on competitors’ inventory, price fluctuations, discount trends, and customer reviews. With structured, ready-to-use data delivered in CSV or JSON formats, businesses can automate competitive intelligence and spot opportunities to adjust pricing or optimize product listings.
Travel & Hospitality: Dynamic Rate Intelligence
Hotel chains, OTAs, and travel aggregators use Infatica's datasets to track room rates, availability, and seasonal trends across booking platforms. By monitoring this data across geographies, businesses can optimize pricing strategies, benchmark competitors, and identify underperforming properties in real time – all without building and maintaining a scraping infrastructure.
Location and Platform Impact Hotel Room Prices: A Barcelona Case Study
Our data shows how hotel prices shift across locations and platforms. See what hotels and OTAs can learn from these real-world insights.
Infatica Blog: Learn How to Harness the Power of Data
Market Research & Analytics: Faster, Deeper Insights
Consulting firms and data-driven teams use our datasets to conduct deep-dive analyses of consumer behavior, brand visibility, and market shifts – without waiting for raw data to be collected and cleaned. From social signals to aggregated product reviews, Infatica’s datasets offer a foundation for faster time-to-insight and stronger strategic decisions.
AdTech & Brand Monitoring: Verify at Scale
Agencies and platforms in advertising use our datasets to verify ad placements, check compliance, and track brand mentions across multiple channels. This is especially valuable in regions where transparency is limited. Our structured datasets allow automated monitoring that scales without sacrificing accuracy or coverage.
Investment & Finance: Alternative Data for Smart Decisions
Hedge funds, fintechs, and financial analysts integrate alternative datasets – such as pricing, product launches, or availability signals – into their models to uncover early indicators of market trends. Infatica’s datasets provide structured, clean inputs that are easy to plug into forecasting algorithms or financial dashboards.
Frequently Asked Questions
Pre-aggregated datasets are collections of structured, ready-to-use data sourced from specific platforms. They eliminate the need for custom scraping or API setup, providing instant access to high-quality information tailored to your needs.
Update frequency depends on the dataset and your requirements. We offer daily, weekly, or custom schedules to ensure the data remains current and actionable for your use case.
Yes. Infatica works closely with you to define a custom data schema – including fields, formats, and delivery frequency – so your dataset aligns precisely with your business or analytical needs.
Our datasets support a wide range of industries, including travel, retail, finance, market research, and advertising – especially where price monitoring, trend analysis, or competitor tracking are key to success.
We support multiple delivery formats such as JSON and CSV, and cloud options.
